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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Advances in Surgery
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Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

8 results · 1 filter active ·
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20052024
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
8 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 8 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 8 of 8 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Video Assessment of Surgeons and Surgery
Elif Bilgiç, Sofia Valanci, Gerald M. Fried
2020· review· en· Advances in Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
Laparoscopic Surgery for Small Bowel Obstruction
Ramy Behman, Avery B. Nathens, Paul J. Karanicolas
2018· review· en· Advances in Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Sleeve Gastrectomy and Diabetes
Amin Andalib, Ali Aminian
2017· review· en· Advances in Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Current Management of Diverticulitis
Richard Garfinkle, Marylise Boutros
2024· review· en· Advances in Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Current Status of Laparoscopic Liver Resection
Hala Muaddi, Hallbera Gudmundsdottir, Sean P. Cleary
2024· review· en· Advances in Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About